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Consensus-Based Distributed Total Least Squares Estimation in Ad Hoc Wireless Sensor Networks

2011
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IEEE Transactions on Signal Processing
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Total least squares (TLS) is a popular solution technique for overdetermined systems of linear equations, where both the right-hand side and the input data matrix are assumed to be noisy. We consider a TLS problem in an ad hoc wireless sensor network, where each node collects observations that yield a node-specific subset of linear equations. The goal is to compute the TLS solution of the full set of equations in a distributed fashion, without gathering all these equations in a fusion center.

doi:10.1109/tsp.2011.2108651
fatcat:pe4h7br2bngs3pbo34mhakqp7q